Cloudera launches transformative AMPs suite
In boost to enterprise AI deployment
Cloudera, a global leader in hybrid data, analytics, and AI solutions, has launched a game-changing Accelerators for Machine Learning Projects (AMPs) suite.
These new tools, unveiled on September 12, 2024, at Cloudera’s EVOLVE24 data and AI conference in Dubai, United Arab Emirates, are set to drastically reduce deployment times and enhance the integration of AI across enterprises.
The latest AMPs are designed to streamline the process of deploying machine learning projects with Cloudera’s platform. They provide businesses with a range of state-of-the-art AI techniques and examples. These tools are set to empower enterprises by simplifying the complexity of AI integration and maximising the impact of their data.
Each AMP is an end-to-end solution that can be launched with a single click. It incorporates industry best practices and workflows that ensure smooth transitions regardless of deployment environments.
Key highlights of the new AMPs include:
- Fine-tuning studio: This all-encompassing application is designed for managing, fine-tuning, and evaluating large language models (LLMs), offering a robust ecosystem for optimisation.
- RAG with knowledge graph: This novel approach to powering retrieval augmented generation (RAG) applications using knowledge graphs enhances the capture of relationships and context that traditional vector stores may miss.
- PromptBrew: An AI-driven tool that assists users in crafting high-performing and reliable prompts through a user-friendly interface.
- Chat with your documents: Building on Cloudera’s previous LLM Chatbot, this accelerator enriches LLM responses with context from user-uploaded documents, improving the relevance and accuracy of interactions.
Dipto Chakravarty, Cloudera’s Chief Product Officer, emphasised the significance of the new AMPs: “In a landscape where time and resources are limited, our AMPs serve as catalysts for quickly transforming AI concepts into reality. They offer dependable, cost-effective solutions and reduce development time, allowing enterprises to reap the benefits of AI innovations quickly.”
Cloudera’s AMPs are fully open-source, reflecting the company’s dedication to the open-source community and providing comprehensive deployment instructions for any environment.
The unveiling of the new AMPs was a highlight of EVOLVE24 Dubai, where attendees could engage with Cloudera experts, explore strategies for enhancing productivity in the age of Generative AI, and gain insights from leading voices in data and AI.
Featured image: The latest AMPs are designed to streamline the deployment of machine learning projects with Cloudera’s platform. Credit: Markus Spiske
